Emotionmeter: A multimodal framework for recognizing human emotions WL Zheng, W Liu, Y Lu, BL Lu, A Cichocki IEEE transactions on cybernetics 49 (3), 1110-1122, 2018 | 931 | 2018 |
Emotion Recognition Using Multimodal Deep Learning W Liu, WL Zheng, BL Lu Neural Information Processing 9948, pp 521-529, 2016 | 358 | 2016 |
Comparing recognition performance and robustness of multimodal deep learning models for multimodal emotion recognition W Liu, JL Qiu, WL Zheng, BL Lu IEEE Transactions on Cognitive and Developmental Systems 14 (2), 715-729, 2021 | 269 | 2021 |
Multimodal emotion recognition using deep neural networks H Tang, W Liu, WL Zheng, BL Lu Neural Information Processing: 24th International Conference, ICONIP 2017 …, 2017 | 176 | 2017 |
Multimodal emotion recognition using deep canonical correlation analysis W Liu, JL Qiu, WL Zheng, BL Lu arXiv preprint arXiv:1908.05349, 2019 | 156* | 2019 |
Multi-view emotion recognition using deep canonical correlation analysis JL Qiu, W Liu, BL Lu Neural Information Processing: 25th International Conference, ICONIP 2018 …, 2018 | 156 | 2018 |
Vigilance estimation using a wearable EOG device in real driving environment WL Zheng, K Gao, G Li, W Liu, C Liu, JQ Liu, G Wang, BL Lu IEEE transactions on intelligent transportation systems 21 (1), 170-184, 2019 | 106 | 2019 |
Classification of five emotions from EEG and eye movement signals: Discrimination ability and stability over time TH Li, W Liu, WL Zheng, BL Lu 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 607-610, 2019 | 72 | 2019 |
Multimodal Emotion Recognition Using Deep Generalized Canonical Correlation Analysis with an Attention Mechanism YT Lan, W Liu, BL Lu 2020 International Joint Conference on Neural Networks (IJCNN), 1-6, 2020 | 66 | 2020 |
Detecting driving fatigue with multimodal deep learning LH Du, W Liu, WL Zheng, BL Lu 2017 8th International IEEE/EMBS Conference on Neural Engineering (NER), 74-77, 2017 | 54 | 2017 |
Identifying similarities and differences in emotion recognition with EEG and eye movements among Chinese, German, and French People W Liu, WL Zheng, Z Li, SY Wu, L Gan, BL Lu Journal of Neural Engineering 19 (2), 026012, 2022 | 46 | 2022 |
Continuous Vigilance Estimation Using LSTM Neural Networks N Zhang, WL Zheng, W Liu, BL Lu 23rd International Conference, ICONIP 2016 9948, pp 530-537, 2016 | 44 | 2016 |
Multimodal Emotion Recognition Using a Modified Dense Co-Attention Symmetric Network ZW Zhao, W Liu, BL Lu 2021 10th International IEEE/EMBS Conference on Neural Engineering (NER), 73-76, 2021 | 19 | 2021 |
A cross-culture study on multimodal emotion recognition using deep learning L Gan, W Liu, Y Luo, X Wu, BL Lu Neural Information Processing: 26th International Conference, ICONIP 2019 …, 2019 | 13 | 2019 |
Identifying gender differences in multimodal emotion recognition using bimodal deep autoencoder X Yan, WL Zheng, W Liu, BL Lu Neural Information Processing: 24th International Conference, ICONIP 2017 …, 2017 | 13 | 2017 |
Investigating gender differences of brain areas in emotion recognition using LSTM neural network X Yan, WL Zheng, W Liu, BL Lu Neural Information Processing: 24th International Conference, ICONIP 2017 …, 2017 | 9 | 2017 |
Deep Depression Detection with Resting-State and Cognitive-Task EEG D Peng, W Liu, Y Luo, Z Mao, WL Zheng, BL Lu 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | 3 | 2023 |
A Multitask Framework for Emotion Recognition Using EEG and Eye Movement Signals with Adversarial Training and Attention Mechanism W Liu, Y Luo, Y Lu, Y Lu 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | 2 | 2023 |
Investigating Emotion EEG Patterns for Depression Detection with Attentive Simple Graph Convolutional Network YT Lan, D Peng, W Liu, Y Luo, Z Mao, WL Zheng, BL Lu 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | 2 | 2023 |
Multimodal Emotion Recognition Using Multimodal Deep Learning W Liu, WL Zheng, BL Lu https://arxiv.org/abs/1602.08225, 2016 | | 2016 |